Slide 27
Slide 27 text
Data Challenge Hints
- How to extract features from signal data
- Signal framing (recommended: 104 samples)
- Overlap (recommended: 50%)
- Processing menggunakan FFT/wavelets tidak begitu perlu, kalau sempat saja
-Classifier
- Try all: Probabilistic, Nearest neighbor, Tree, Linear, Non-linear, Deep learning
- Search best model and best parameters
-Use scientific process
- Build hypothesis
- Research: googling, lookup papers, tentang semua hal terkait
- Experiments: modif, mixing, comes up dengan sesuatu yang kreatif
- Evaluasi: performance review, analysis what/why works and doesn’t work
- Write conclusion